Papers
Gradient Coding: Avoiding Stragglers in Distributed Learning
Rashish Tandon, Qi Lei, Alexandros G. Dimakis et al.
Gradient Descent Can Take Exponential Time to Escape Saddle Points
Simon S Du, Chi Jin, Jason Lee et al.
Gradient descent GAN optimization is locally stable
Vaishnavh Nagarajan, J. Zico Kolter
Gradient Episodic Memory for Continual Learning
David Lopez-Paz, Marc'Aurelio Ranzato
Gradient-free Policy Architecture Search and Adaptation
Sayna Ebrahimi, Anna Rohrbach, Trevor Darrell
Gradient Methods for Submodular Maximization
Hamed Hassani, Mahdi Soltanolkotabi, Amin Karbasi
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
Junqi Tang, Mohammad Golbabaee, Mike E. Davies
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra
John T Halloran, David M Rocke
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling
Hairong Liu, Zhenyao Zhu, Xiangang Li et al.
Grammar Variational Autoencoder
Matt J. Kusner, Brooks Paige, José Miguel Hernández-Lobato
Grammatical Error Correction with Neural Reinforcement Learning
Keisuke Sakaguchi, Matt Post, Benjamin Van Durme
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings
Masahiro Kaneko, Yuya Sakaizawa, Mamoru Komachi
Graph-based Isometry Invariant Representation Learning
Renata Khasanova, Pascal Frossard
Graph Based Sentiment Aggregation using ConceptNet Ontology
Srikanth Tamilselvam, Seema Nagar, Abhijit Mishra et al.
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
Jasmijn Bastings, Ivan Titov, Wilker Aziz et al.
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques
Tobias Falke, Iryna Gurevych
Graph Matching via Multiplicative Update Algorithm
Bo Jiang, Jin Tang, Chris Ding et al.
Graph-Structured Representations for Visual Question Answering
Damien Teney, Lingqiao Liu, Anton van den Hengel
Graph Verification with a Betweenness Oracle
Mano Vikash Janardhanan
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection
Marek Rei, Luana Bulat, Douwe Kiela et al.
GRASP: Rich Patterns for Argumentation Mining
Eyal Shnarch, Ran Levy, Vikas Raykar et al.
Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering
Qiong Wang, Junbin Gao, Hong Li
GraWiTas: a Grammar-based Wikipedia Talk Page Parser
Benjamin Cabrera, Laura Steinert, Björn Ross
Gray-box Inference for Structured Gaussian Process Models
Pietro Galliani, Amir Dezfouli, Edwin Bonilla et al.
Greed Is Good: Near-Optimal Submodular Maximization via Greedy Optimization
Moran Feldman, Christopher Harshaw, Amin Karbasi